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Multiphysics Modeling of the Graphite Electrode Joint in Electric Arc Furnaces for Scrap Steel Recycling Nathan May James Glickstein Maren Waldner 1

Multiphysics Modeling of the Graphite Electrode Joint in

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Page 1: Multiphysics Modeling of the Graphite Electrode Joint in

Multiphysics Modeling of the Graphite Electrode Joint in Electric Arc Furnaces

for Scrap Steel Recycling

Nathan May

James Glickstein

Maren Waldner

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Page 2: Multiphysics Modeling of the Graphite Electrode Joint in

Problem Statement

• The Electric Arc Furnace (EAF) uses graphite rods as electrodes to strike a powerful arc to melt scrap steel

• GrafTech International is a world leader in supplying graphite electrodes for the EAF process

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Page 3: Multiphysics Modeling of the Graphite Electrode Joint in

Problem Statement

• The Electric Arc Furnace (EAF) is a massive industrial process, converting scrap steel into new raw material (millions of tons per year worldwide)

• Less greenhouse gas emissions versus Basic Oxygen Furnace steelmaking process (BOF, “Blast Furnace”) [1]

• BOF: 1.6 tonnes CO2/tonne steel

• EAF: 1.08 tonnes CO2/tonne steel

[1] US EPA, AVAILABLE AND EMERGING TECHNOLOGIES FOR REDUCING GREENHOUSE GAS EMISSIONS FROM THE IRON AND STEEL INDUSTRY, Sept 2012, https://www.epa.gov/sites/production/files/2015-12/documents/ironsteel.pdf

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Page 4: Multiphysics Modeling of the Graphite Electrode Joint in

Problem Statement

• Previous finite element models have been very valuable to GrafTech’s electrode business

• Previous models were relatively simple and coarse; new software and hardware enable next-generation of FEM

• Develop a multiphysics model of the electrode joint, including:• Structural mechanics and contact physics

• Heat transfer

• Electric currents

• Validate model through comparison with real data

• Better understand process/performance relationships

• Reduce design cycle time

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Page 5: Multiphysics Modeling of the Graphite Electrode Joint in

Problem Statement

Power CablesElectrode Clamp

Furnace LidGraphite Electrode

Electrode JointSteel Pile

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Page 6: Multiphysics Modeling of the Graphite Electrode Joint in

Problem Statement

Power CablesElectrode Clamp

Furnace LidGraphite Electrode

Electrode JointArc

Steel Melt

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Page 7: Multiphysics Modeling of the Graphite Electrode Joint in

Failure Mechanism: Stub Loss

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Internal Threaded Pin

High Thermal Stresses

Stub Loss

Page 8: Multiphysics Modeling of the Graphite Electrode Joint in

Failure Mechanism: Oxidation

Graphite reacts with oxygen at high temp to form CO2 Characteristic

“oxidation profile” taper

Some materials/furnace conditions cause faster oxidation

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Page 9: Multiphysics Modeling of the Graphite Electrode Joint in

Failure Mechanism: Column Break

Internal Threaded Pin

Bending force from scrap pile

Internal Threaded Pin

Bending force from scrap pile

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Page 10: Multiphysics Modeling of the Graphite Electrode Joint in

Problem Statement

• Graphite Electrode consumption is a significant cost driver of EAF, in particular:• Stub loss: the tip of the electrode can crack and cause chunks of

electrode to fall into the melt• Oxidation: furnace temperature is well over 1000 degC, and

graphite oxidizes into CO2 rapidly at this temperature• Column breaks: “scrap cave-ins” or poor electrode addition exert

bending stress on column, leading to breaks high up and major process disruption

• Successive electrodes are connected at a “joint,” which becomes a critical point for reducing failure

• Because of the extreme environment, direct measurements are often difficult or impossible

• Graphite is a non-homogenous, anisotropic material

• Multiscale (>8 meters electrode and <10 microns defects) and multiphysics situation

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Page 11: Multiphysics Modeling of the Graphite Electrode Joint in

Approach

• Make a model that considers all three failure mechanisms!

• Used COMSOL Multiphysics v5.3 (model developed in v5.0)• Structural Mechanics module• Heat Transfer module• Electric Current module• Moving Mesh module

• 2D Axisymmetric model:• Stationary pre-tensioning simulation• Transient multiphysics simulation of firing cycle

• 3D model:• Bending stress simulation• Transient multiphysics simulation of non-axisymmetric modes

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Page 12: Multiphysics Modeling of the Graphite Electrode Joint in

Model Scheme

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Flowing water w/phase change

Radiation from electric arc

Radiation and powerful convection from hot furnace

Contact physics for solid mechanics, heat transfer, and electric currents

Electric terminal

Page 13: Multiphysics Modeling of the Graphite Electrode Joint in

Model Validation

• Results were used on a comparative basis, in particular comparing the stress states of known failure location across different cases

• Used a variety of stress metrics, focusing on tresca and maximum principle stress criteria

• Focus on joint area as most common failure location

• Completed hundreds of simulations of different cases, grouped into about ten study areas

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Page 14: Multiphysics Modeling of the Graphite Electrode Joint in

Stub Loss versus Firing Cycle

• EAF process has a characteristic firing cycle

• Involves heating and cooling segments

• Causes significant thermal stresses from temperature and material gradients

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Page 15: Multiphysics Modeling of the Graphite Electrode Joint in

Stub Loss versus Firing Cycle

• EAF process has a characteristic firing cycle

• Involves heating and cooling segments

• Causes significant thermal stresses from temperature and material gradients

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Page 16: Multiphysics Modeling of the Graphite Electrode Joint in

Stub Loss versus Firing Cycle

• EAF process has a characteristic firing cycle

• Involves heating and cooling segments

• Causes significant thermal stresses from temperature and material gradients

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Page 17: Multiphysics Modeling of the Graphite Electrode Joint in

Stub Loss versus Firing Cycle

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• EAF process has a characteristic firing cycle

• Involves heating and cooling segments

• Causes significant thermal stresses from temperature and material gradients

• Our analysis involves comparing these stresses at different times and places

Page 18: Multiphysics Modeling of the Graphite Electrode Joint in

Oxidation

• Water flows from clamps down the exterior of the electrode

• Reduces temperature

• Provides barrier to oxygen migration

• Too much water flow can shift energy balance unfavorably

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Page 19: Multiphysics Modeling of the Graphite Electrode Joint in

Oxidation

• Dependent on several factors:• Furnace type

• Furnace oxygen/inert gas usage

• Furnace power settings

• Water cooling

• Deep multiphysics coupling is required

• Simulate water as a phase-change domain (built-in to COMSOL), but with constant velocity field

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Page 20: Multiphysics Modeling of the Graphite Electrode Joint in

Oxidation

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No Water Flow With Reference Water Flow

Page 21: Multiphysics Modeling of the Graphite Electrode Joint in

Oxidation

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With Reference Water Flow

• Use in-house testing to develop temp vs oxidation rate curves

• Integrate vs temperature and time

• Simulate total oxidation

• Test different materials’ oxidation rates, simulate consumption rate savings

• Predicted oxidation rates match reality quite well

Page 22: Multiphysics Modeling of the Graphite Electrode Joint in

Electrode Bending

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Bending force from scrap pile

Page 23: Multiphysics Modeling of the Graphite Electrode Joint in

3D Cases

• 3D geometry is required for bending and other stress states

• Results make the model even more powerful, though require increasingly demanding hardware

• Model DoF/memory can exceed 2e7/350 Gb

• Results are very useful in understanding column breaks

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Page 24: Multiphysics Modeling of the Graphite Electrode Joint in

Future Work

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• Already a useful design and engineering tool for GrafTech

• More 3D simulations!

• Deeper sensitivity analysis vs furnace conditions and materials

• Crack propagation and failure at high temperature• Cohesive zone debonding

• Physical testing/comparison with DIC

Page 25: Multiphysics Modeling of the Graphite Electrode Joint in

Future Work

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• Already a useful design and engineering tool for GrafTech

• More 3D simulations!

• Deeper sensitivity analysis vs furnace conditions and materials

• Crack propagation and failure at high temperature• Cohesive zone debonding

• Physical testing/comparison with DIC

Page 26: Multiphysics Modeling of the Graphite Electrode Joint in

¿Questions?Thank you for listening!

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Thanks to Josh Thomas of AltaSim for help setting up

early model version!

Page 27: Multiphysics Modeling of the Graphite Electrode Joint in

Model Validation

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Page 28: Multiphysics Modeling of the Graphite Electrode Joint in

Oxidation

• Oxidation is the baseline driver of graphite electrode consumption rates

• Around half of electrode baseline consumption is wasted as oxidation

• Improved technology has steadily reduced oxidation rates, but more can be achieved!

• Water cooling is one key reducer of oxidation

• Modeling can help us understand key operating parameters to control and limit oxidation

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